We show that several interesting problems in H-infinity-filtering, qua
dratic game theory, and risk sensitive control and estimation follow a
s special cases of the Krein-space linear estimation theory developed
in [1]. We show that all these problems can be cast into the problem o
f calculating the stationary point of certain second-order forms, and
that by considering the appropriate state space models and error Grami
ans, we can use the Krein-space estimation theory to calculate the sta
tionary points and study their properties, The approach discussed here
allows for interesting generalizations, such as finite memory adaptiv
e filtering with varying sliding patterns.